Political Perspective Detection on Allsides
86.79Macro F1KALM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KALMApproach category=task agnostic2022.10 | 86.79 | 87.26 | |
| KCDApproach category=task specific2022.10 | 86.72 | 87.17 | |
| MANApproach category=task specific2022.10 | 84.25 | 85 | |
| KGAPApproach category=task agnostic2022.10 | 82.92 | 83.65 | |
| GreaseLM+Approach category=task agnostic2022.10 | 80.81 | 82.16 | |
| KELMApproach category=task agnostic2022.10 | 79.74 | 80.71 | |
| Joshi et al.Approach category=task agnostic2022.10 | 79.73 | 80.88 | |
| GreaseLMApproach category=task agnostic2022.10 | 79.17 | 80.23 | |
| HLSTMApproach category=task specific2022.10 | 74.95 | 76.45 | |
| GPT-4o-miniFinetuning status=Finetuned, Model Snapshot=gpt-4o-mini-2024-07-182026.06 | 72.48 | — | |
| RoBERTaApproach category=language model2022.10 | 65.39 | 68.71 | |
| DeBERTaApproach category=language model2022.10 | 63.5 | 67.86 | |
| KnowBERT-WikidataApproach category=task agnostic2022.10 | 58.81 | 60.56 | |
| KnowBERT-WordnetApproach category=task agnostic2022.10 | 58.77 | 60.54 | |
| KnowBERT-W+WApproach category=task agnostic2022.10 | 58.46 | 60.44 | |
| ElectraApproach category=language model2022.10 | 58.24 | 63.14 | |
| LongFormerApproach category=language model2022.10 | 58.03 | 62.88 | |
| BARTApproach category=language model2022.10 | 54.64 | 60.56 | |
| Llama-3.3-70B-versatileFinetuning status=Base model2026.06 | 54.61 | — | |
| GPT-4o-miniFinetuning status=Base model2026.06 | 50.07 | — |